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Christian Mata Miquel

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Publications

  • Romagosa J, Mata-Miquel C, Benítez R, Valls-Esteve A, Bernaus S, Ibnoulkhatib M, Stephan-Otto C and Munuera J.

    GradCAM as an explicability method to evaluate the performance of deep learning models in classifying pediatric arteriovenous malformations (AVM) in arterial spin labeling sequences (ASL).

    Health Information Science and Systems . 13(1): 69-69.

    [doi:10.1007/s13755-025-00377-z]

  • Bernaus S, Romagosa J, Mata-Miquel C, Stephan-Otto C, Benítez R, Valls-Esteve A and Munuera-del Cerro JL.

    Novel classification of brain vascular tortuosity measures: A systematic review.

    Computers in biology and medicine . 190: 109990-109990.

    [doi:10.1016/j.compbiomed.2025.109990]

  • Regalado M, Carreras-Blesa N, Mata-Miquel C, Oliver A, Lladó X and Agut-Quijano T.

    Automatic Segmentation of Sylvian Fissure in Brain Ultrasound Images of Pre-Term Infants Using Deep Learning Models

    ULTRASOUND IN MEDICINE AND BIOLOGY . 51(3): 543-550.

    [doi:10.1016/j.ultrasmedbio.2024.11.016]

  • Rabanaque D, Regalado M, Benítez R, Rabanaque S, Agut-Quijano T, Carreras-Blesa N and Mata-Miquel C.

    Semi-Automatic GUI Platform to Characterize Brain Development in Preterm Children Using Ultrasound Images

    Journal of Imaging . 9(7): . Number of citations: 1

    [doi:10.3390/jimaging9070145]

  • Quihui-Rubio, P., Ochoa-Ruiz, B., Gonzalez-Mendoza M, Rodriguez-Hernandez, G. and Mata-Miquel C.

    Comparison of Automatic Prostate Zones Segmentation Models in MRI Images Using U-net-like Architectures

    Lecture Notes in Computer Science . 13612: 282-296. Number of citations: 1

    [doi:10.1007/978-3-031-19493-1_23]

  • Herrera, D., Ochoa-Ruiz, G., Gonzalez-Mendoza, M., Stephan-Otto C and Mata-Miquel C.

    Impact of Loss Function in Deep Learning Methods for Accurate Retinal Vessel Segmentation

    Lecture Notes in Computer Science . : 22-24.

    [doi:10.1007/978-3-031-19493-1_3]

  • Sorrell AP, Mata-Miquel C, Cabrer M and Maestre F.

    DICOM Metada - A Useful Resource for Big Data Analytics

    HealthManagement.org . 22(4): .

  • Herrera D, Ochoa-Ruiz B, Gonzalez-Mendoza M and Mata-Miquel C.

    Retinal Vessel Deep Learning Segmentation Comparison

    Lecture Notes in Computer Science . : .

    [doi:10.1109/cvpr52688.2022]

  • Mata-Miquel C, Munuera-del Cerro JL, Lalande A, Ochoa-Ruiz G and Benítez R.

    MedicalSeg: A Medical GUI Application for Image Segmentation Management

    Algorithms . 15(6): 200. Number of citations: 6

    [doi:10.3390/a15060200]

  • Mata-Miquel C, Walker P, Oliver A, Martí J and Lalande A.

    Usefulness of Collaborative Work in the Evaluation of Prostate Cancer from MRI

    Clinics and Practice . 12(3): 350-362. Number of citations: 4

    [doi:10.3390/clinpract12030040]